Automated tool discovery and ingestion for artificial intelligence agents

A non-transitory, computer-readable medium including instructions are executed by a processor and cause the processor to perform stages for automatic tool ingestion for an artificial intelligence (“AI”) agents, the stages comprising:

• discovering a first tool specification corresponding to a first tool, wherein the first tool specification comprises a tool action and a tool description, and wherein the first tool comprises a service for performing specific actions;
• ingesting the first tool specification to create a first tool object in an AI platform, wherein the first tool object comprises the tool action and a tool endpoint where the tool action can be invoked;
• determining a tool label that is associated with the first tool specification;
• applying the tool label to the first tool object;
• causing a user interface (“UI”) of the AI platform to display the first tool object, including the tool label;
• generating, by the AI platform, a manifest file for an AI agent, comprising the first tool object, wherein the manifest file further comprises the tool action and the tool endpoint;
• and
• deploying the AI agent for execution, wherein the AI agent is executed on an agent endpoint according to the manifest file wherein a tool credential authenticates the AI agent to initiate the tool action at the tool endpoint.

A system for automatic tool ingestion for artificial intelligence (“AI”) agents, comprising:

• a memory storage including a non-transitory, computer-readable medium comprising instructions;
• and
• at least one hardware-based processor that executes the instructions to carry out stages comprising:
• discovering a first tool specification corresponding to a first tool, wherein the first tool specification comprises a tool action and a tool description, and wherein the first tool comprises a service for performing specific actions;
• ingesting the first tool specification to create a first tool object in an AI platform, wherein the first tool object comprises the tool action and a tool endpoint where the tool action can be invoked;
• determining a tool label that is associated with the first tool specification;
• applying the tool label to the first tool object;
• causing a user interface (“UI”) of the AI platform to display the first tool object, including the tool label;
• generating, by the AI platform, a manifest file for an AI agent, comprising the first tool object, wherein the manifest file further comprises the tool action and the tool endpoint;
• and
• deploying the AI agent for execution, wherein the AI agent is executed on an agent endpoint according to the manifest file wherein a tool credential authenticates the AI agent to initiate the tool action at the tool endpoint.